MoEClust: Gaussian Parsimonious Clustering Models with Covariates

Clustering via parsimonious Gaussian Mixtures of Experts using the MoEClust models introduced by Murphy and Murphy (2017) <arXiv:1711.05632>. This package fits finite Gaussian mixture models with a formula interface for supplying gating and/or expert network covariates using a range of parsimonious covariance parameterisations via the EM algorithm. Visualisation of the results of such models using generalised pairs plots is also facilitated.

Package details

AuthorKeefe Murphy [aut, cre], Thomas Brendan Murphy [ctb]
MaintainerKeefe Murphy <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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MoEClust documentation built on Aug. 24, 2018, 5:03 p.m.